Efficient Differentially Private Fine-Tuning of LLMs via Reinforcement Learning
arxiv.org·5d
✨Model optimizations in LLMs
Solved in Unit Domain: JacobiNet for Differentiable Coordinate Transformations
arxiv.org·18h
🔢Quantization of LLMs
A Reward-Directed Diffusion Framework for Generative Design Optimization
arxiv.org·18h
🔍Retrieval-augmented generation
Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection
arxiv.org·1d
🧠Large Language Models (LLMs)
Information Rates of Approximate Message Passing for Bandlimited Direct-Detection Channels
arxiv.org·18h
🔢Quantization of LLMs
Quantum Machine Learning-based Test Oracle for Autonomous Mobile Robots
arxiv.org·18h
⚙️AI Infrastructure Automation
Fusion Sampling Validation in Data Partitioning for Machine Learning
arxiv.org·18h
📊AI Performance Profiling
The AI-Augmented Research Process: A Historian's Perspective
arxiv.org·18h
🧠Large Language Models (LLMs)
Hybrid LSTM-Transformer Models for Profiling Highway-Railway Grade Crossings
arxiv.org·1d
🧠Large Language Models (LLMs)
PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning
arxiv.org·1d
🧠Large Language Models (LLMs)
Flexible Automatic Identification and Removal (FAIR)-Pruner: An Efficient Neural Network Pruning Method
arxiv.org·18h
📊AI Performance Profiling
Getting out of the Big-Muddy: Escalation of Commitment in LLMs
arxiv.org·18h
🧠Large Language Models (LLMs)
OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets
arxiv.org·18h
🧠Large Language Models (LLMs)
PFL: a Probabilistic Logic for Fault Trees
arxiv.org·18h
🧠Large Language Models (LLMs)
A comprehensive taxonomy of hallucinations in Large Language Models
arxiv.org·18h
🧠Large Language Models (LLMs)
A Message Passing Realization of Expected Free Energy Minimization
arxiv.org·18h
🧠Large Language Models (LLMs)
Centralized Dynamic State Estimation Algorithm for Detecting and Distinguishing Faults and Cyber Attacks in Power Systems
arxiv.org·18h
🌐Distributed LLM Systems
MUTE-DSS: A Digital-Twin-Based Decision Support System for Minimizing Underwater Radiated Noise in Ship Voyage Planning
arxiv.org·18h
✨Model optimizations in LLMs
PromptSafe: Gated Prompt Tuning for Safe Text-to-Image Generation
arxiv.org·18h
💬Prompt optimizations for LLM serving
Assessing the Reliability and Validity of Large Language Models for Automated Assessment of Student Essays in Higher Education
arxiv.org·18h
🧠Large Language Models (LLMs)